LISHUZUOXUN_yangjiang/PureBackend/manage_driver.py

# coding: gb2312
import copy
import json
import os
import threading
import time
import traceback
from flask import send_file

from Database.database_mgr import *
from AcrossPlatform.get_platform import GLOBAL_DIR
from DeviceDefine.consensus import *
from LogRecord.log_recorder import GLOBAL_LOG
from PureBackend.base_driver import MODEL_MEDIAPIPE
from PureBackend.standard_manager import StandardManager
from PureBackend.general import *
from Speaker.fake_speak_base import beep

video_path = os.path.join(GLOBAL_DIR, "LSZXVideo", "Video")
SUMMARY_FILE = os.path.join(GLOBAL_DIR, "summary_info.json")


class ManagerDriver(StandardManager):
    def __init__(self, master_mode=True, positioning=True, camera=True, model=MODEL_MEDIAPIPE, speaker=True,
                 multi_positioning_mode=True, device_type=UNKNOWN, pure_mode=False):
        super().__init__(master_mode, positioning, camera, model, speaker, multi_positioning_mode, device_type, pure_mode)

        # <20><>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD><EFBFBD>͹<EFBFBD><CDB9><EFBFBD><EFBFBD>˵ijɼ<C4B3>
        self.synchronization_info = {}
        self.statistics_score = {SITUP: [], RUNAROUND: [], PUSHUP: [], PULLUP: [], RUNNING: [], 'total': [],
                                 'top': {'total': {}, SITUP: {}, RUNAROUND: {}, PULLUP: {}, PUSHUP: {}, RUNNING: {}}}
        self._statistics_score = {}
        self._statistics_sql_score = {}
        self._sql_score = {}
        self.hrbo_info = {}
        self._hrbo_info = {}
        self.closed_chamber = {}
        self.tag_mes = {HR: None, BO: None}

        if device_type == MANAGER:
            self.sql_data = self.manager.select_all_score()
            for i in self.sql_data:
                i.update({'hr': {'hr': '', 'color': 'W'}, 'bo': {'bo': '', 'color': 'W'}})
                self._sql_score.update({i['id']: copy.deepcopy(i)})
                for key in i.keys():
                    if '_count' in key:
                        if i[key]:
                            score = str(i[key])
                        else:
                            score = ''
                        i[key] = {'count': score, 'is_changed': False}
            threading.Thread(target=self.processing_sql).start()
            self.processing_score_signal = threading.Event()
            threading.Thread(target=self.processing_score).start()

    # <20><>ȡ<EFBFBD><C8A1>Ƶ<EFBFBD>б<EFBFBD>
    def video_list(self, person_id, project):
        try:
            response_data = []
            for i in os.listdir(video_path):
                v_name = i.rsplit('.', 1)[0]
                data = v_name.split('_')
                if data[0] == person_id and data[2] == project:
                    t = data[4].split('-')
                    date = "{}<EFBFBD><EFBFBD>{}<EFBFBD><EFBFBD>{}<EFBFBD><EFBFBD>{}ʱ{}<EFBFBD><EFBFBD>".format(t[0], t[1], t[2], t[3], t[4])
                    response_data.append({'name': i, 'date': date, 'project': data[2], 'score': data[3]})
            response_data = sorted(response_data, key=lambda item: (item['date'], item['score']), reverse=True)
            return response_data
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD>ȡ<EFBFBD><EFBFBD>Ƶ<EFBFBD>б<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><>ȡ<EFBFBD><C8A1>Ƶ
    def video_server(self, file_name):
        try:
            video_dir = os.path.join(video_path, file_name)
            return send_file(video_dir)
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD>ȡ<EFBFBD><EFBFBD>Ƶ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><><EFBFBD>ܳɼ<DCB3>
    def totals_synchronization_server(self, cmd):
        try:
            # print(cmd)
            ip = cmd['ip']
            cmd['data']['time'] = time.time()
            if ip not in self._statistics_score:
                self._statistics_score.update({ip: {}})
            self._statistics_score[ip] = cmd['data']
            self.processing_score_signal.set()
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD>ܳɼ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}")

    # <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ʵʱ<CAB5>ɼ<EFBFBD>
    def processing_score(self):
        while True:
            try:
                self.processing_score_signal.wait()
                self.processing_score_signal.clear()
                new_statistics_score = {SITUP: [], RUNAROUND: [], PUSHUP: [], PULLUP: [], RUNNING: []}
                for k, v in self._statistics_score.items():
                    for key, value in v.items():
                        if key == RUNNING:
                            new_statistics_score.setdefault(key, [])
                            new_statistics_score[key] = value
                            new_statistics_score[key].sort(key=lambda x: (1 if x['normal'] else 0, x['rank']))
                        elif key != 'time':
                            new_statistics_score.setdefault(key, [])
                            if value:
                                new_statistics_score[key].append(value)
                            else:
                                pass
                            if key == 'runaround':
                                new_statistics_score[key].sort(key=lambda x: (1 if x['normal'] else 0, x['count']))
                            else:
                                new_statistics_score[key].sort(key=lambda x: (1 if x['normal'] else 0, -x['count']))
                        if key != 'time':
                            for i in new_statistics_score[key]:
                                if not i['normal'] and int(i['id']) not in self.closed_chamber:
                                    self.hrbo_info.update({int(i['id']): i})
                self.statistics_score.update(new_statistics_score)

                # 5<><35><EFBFBD>Ӻ<EFBFBD><D3BA>Ƴ<EFBFBD>С<EFBFBD><D0A1><EFBFBD><EFBFBD>
                temp = self.closed_chamber.copy()
                for key, value in temp.items():
                    this_time = time.time()
                    if this_time - int(value) > 300:
                        del self.closed_chamber[key]
            except Exception as e:
                GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ʵʱ<EFBFBD>ɼ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}")

    # <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF>ɼ<EFBFBD>
    def totals_sql_synchronization_server(self, cmd):
        try:
            print(cmd)
            if cmd['data']:
                exercise_tag = next(iter(cmd['data']))
                if exercise_tag != RUNAROUND:
                    record = str(exercise_tag) + '_' + 'count'
                    score = str(exercise_tag) + '_' + 'score'
                else:
                    record = 'run_bf_count'
                    score = 'run_bf_score'
                for o in self.sql_data:
                    for key, value in cmd['data'][exercise_tag].items():
                        if o['id'] == key:
                            _record = self._sql_score[key][record]
                            o[score] = value['score']
                            s = str(round(value['record'], 2))
                            if _record:
                                o[record]['count'] = s + '(' + str(_record) + ')'
                            else:
                                o[record]['count'] = s
                            o[record]['is_changed'] = True
                threading.Thread(target=self.processing_sql).start()
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݿ<EFBFBD><EFBFBD>ɼ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}")

    # <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݿ<EFBFBD><DDBF>ɼ<EFBFBD>
    def processing_sql(self):
        try:
            response_data = self.sql_data
            total = [
                {'hr': row['hr'], 'bo': row['bo'], 'id': row['id'], 'name': row['name'], SITUP: row['situp_count'],
                 RUNAROUND: row['run_bf_count'], PUSHUP: row['pushup_count'], PULLUP: row['pullup_count'],
                 RUNNING: row['running_count']} for row
                in response_data]
            top_score = 0
            top_situp = 0
            top_pushup = 0
            top_pullup = 0
            top_runround = 40
            top_running = 1800
            for i in response_data:
                if i['pullup_score'] and i['situp_score'] and i['running_score'] and \
                        i['run_bf_score']:
                    total_score = (float(i['pullup_score']) + float(i['situp_score']) +
                                   float(i['running_score']) + float(i['run_bf_score'])) / 4
                    if total_score > top_score:
                        top_score = total_score
                        self.statistics_score['top']['total'] = {'name': i['name'], 'score': top_score}
                if i['pullup_count']['count']:
                    if '(' in str(i['pullup_count']['count']):
                        count = float(i['pullup_count']['count'].split('(')[0])
                        if count > top_pullup:
                            top_pullup = count
                            self.statistics_score['top'][PULLUP] = {'name': i['name'], 'score': top_pullup}
                    else:
                        if float(i['pullup_count']['count']) > top_pullup:
                            top_pullup = float(i['pullup_count']['count'])
                            self.statistics_score['top'][PULLUP] = {'name': i['name'], 'score': top_pullup}
                if i['pushup_count']['count']:
                    if '(' in str(i['pushup_count']['count']):
                        count = float(i['pushup_count']['count'].split('(')[0])
                        if count > top_pushup:
                            top_pushup = count
                            self.statistics_score['top'][PUSHUP] = {'name': i['name'], 'score': top_pushup}
                    else:
                        if float(i['pushup_count']['count']) > top_pushup:
                            top_pushup = float(i['pushup_count']['count'])
                            self.statistics_score['top'][PUSHUP] = {'name': i['name'], 'score': top_pushup}
                if i['situp_count']['count']:
                    if '(' in str(i['pushup_count']['count']):
                        count = float(i['situp_count']['count'].split('(')[0])
                        if count > top_situp:
                            top_situp = count
                            self.statistics_score['top'][SITUP] = {'name': i['name'], 'score': top_situp}
                    else:
                        if float(i['situp_count']['count']) > top_situp:
                            top_situp = float(i['situp_count']['count'])
                            self.statistics_score['top'][SITUP] = {'name': i['name'], 'score': top_situp}
                if i['run_bf_count']['count']:
                    if '(' in str(i['run_bf_count']['count']):
                        count = float(i['run_bf_count']['count'].split('(')[0])
                        if top_runround > count > 0:
                            top_runround = count
                            self.statistics_score['top'][RUNAROUND] = {'name': i['name'], 'score': top_runround}
                    else:
                        if top_runround > float(i['run_bf_count']['count']) > 0:
                            top_runround = float(i['run_bf_count']['count'])
                            self.statistics_score['top'][RUNAROUND] = {'name': i['name'], 'score': top_runround}
                if i['running_count']['count']:
                    if '(' in str(i['running_count']['count']):
                        count = float(i['running_count']['count'].split('(')[0])
                        if count < top_running:
                            top_running = count
                            self.statistics_score['top'][RUNNING] = {'name': i['name'], 'score': top_running}
                    else:
                        if float(i['running_count']['count']) < top_running:
                            top_running = float(i['running_count']['count'])
                            self.statistics_score['top'][RUNNING] = {'name': i['name'], 'score': top_running}
            self.statistics_score['total'] = total
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݿ<EFBFBD><EFBFBD>ɼ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}")

    def statistics(self):
        try:
            time.sleep(0.5)
            self.statistics_score.update({STATUS: OK})
            temp = self._statistics_score.copy()
            for k, v in temp.items():
                this_time = time.time()
                if this_time - v['time'] > 60:
                    del self._statistics_score[k]
                    self.processing_score_signal.set()
            return self.statistics_score
        except Exception as e:
            GLOBAL_LOG.write(f"statistics<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}")

    # <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ѫ<EFBFBD><D1AA><EFBFBD><EFBFBD>Ϣ
    def totals_HrBoInfo_server(self, cmd):
        try:
            data = cmd["data"]

            # 5<><35><EFBFBD>Ӻ<EFBFBD><D3BA>Ƴ<EFBFBD>С<EFBFBD><D0A1><EFBFBD><EFBFBD>
            temp = self.closed_chamber.copy()
            for key, value in temp.items():
                this_time = time.time()
                if this_time - int(value) > 300:
                    del self.closed_chamber[key]

            # <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>hrbo<62><6F>Ϣ
            for k, v in data.items():
                self._hrbo_info[k] = v
            # ɸѡ<C9B8><D1A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ա
            temp = self._hrbo_info.copy()
            for key, value in temp.items():
                this_time = time.time()
                if this_time - value['record_time'] > 120:
                    del self._hrbo_info[key]
                p_data = self.manager.select_a_person_from_band(key)
                if p_data:
                    p_id = int(p_data[0]["id"])
                    p_name = p_data[0]["name"]
                    for i in self.statistics_score['total']:
                        if p_id == int(i[ID]):
                            i['hr'] = value['hr']
                            i['bo'] = value['bo']
                            break
                    if not value["normal"] and p_id not in self.closed_chamber:
                        self.hrbo_info.update({p_id: value})
                        self.hrbo_info[p_id]["name"] = p_name
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ѫ<EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}")

    # <20><><EFBFBD><EFBFBD>Ѫ<EFBFBD><D1AA><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    def abnormal(self):
        report_tag = ""
        try:
            time.sleep(0.5)
            if self.hrbo_info:
                data = []
                for key, value in self.hrbo_info.items():
                    data.append({"name": value["name"], "id": key, HR: value[HR], BO: value[BO]})
                    # <20><>ʾ<EFBFBD><CABE>
                    # if int(key) == 34:
                    #     data.append({"name": value["name"], "id": key, HR: value[HR]['hr'], BO: value[BO]['bo']})
                data = sorted(data, key=lambda item: item['id'])
                new_report_tag = "@".join([str(item['id']) for item in data])
                if report_tag != new_report_tag:
                    beep(duration=1500, freq=640)
                    self.speak_driver.add_speak("<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ϵͳ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>")
                    for d in data:
                        self.speak_driver.add_speak(f"{d['name']}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>쳣<EFBFBD><EFBFBD><EFBFBD>뾡<EFBFBD><EFBFBD><EFBFBD>Ȼ<EFBFBD><EFBFBD><EFBFBD>")
                return data
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ѫ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><><EFBFBD><EFBFBD>Ѫ<EFBFBD><D1AA><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ش<EFBFBD><D8B4>źŸ<C5BA><C5B8><EFBFBD><EFBFBD><EFBFBD>
    def receive(self, data):
        try:
            self.hrbo_info = {}
            # <20><><EFBFBD><EFBFBD>С<EFBFBD><D0A1><EFBFBD><EFBFBD>
            for i in data:
                this_time = time.time()
                p_id = int(i["id"])
                self.closed_chamber.update({p_id: this_time})
            return True
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ѫ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ش<EFBFBD><EFBFBD>źŸ<EFBFBD><EFBFBD><EFBFBD><EFBFBD>˷<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)
            return False

    # <20><><EFBFBD>ܷ<EFBFBD><DCB7><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    # <20><>ȡ<EFBFBD><C8A1><EFBFBD>еĿ<D0B5>Ŀ
    def get_all_projects(self):
        try:
            projects = []
            for k, v in EXERCISE_NAME_LIST.items():
                projects.append({'value': k, 'label': v})
            return projects
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD>ȡ<EFBFBD><EFBFBD><EFBFBD>еĿ<EFBFBD>Ŀ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><>ȡ<EFBFBD><C8A1><EFBFBD>е<EFBFBD><D0B5><EFBFBD><EFBFBD><EFBFBD>
    def get_all_batch(self):
        try:
            all_batch = self.manager.get_all_batch()
            return all_batch
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD>ȡ<EFBFBD><EFBFBD><EFBFBD>е<EFBFBD><EFBFBD><EFBFBD><EFBFBD>η<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><>ȡ<EFBFBD><C8A1><EFBFBD>е<EFBFBD><D0B5><EFBFBD>Ա
    def get_all_people(self):
        try:
            all_name = []
            for k, v in self.manager.get_all_name().items():
                all_name.append({'id': k, 'name': v})
            return all_name
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD>ȡ<EFBFBD><EFBFBD><EFBFBD>е<EFBFBD><EFBFBD><EFBFBD>Ա<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><>ȡ<EFBFBD><C8A1><EFBFBD>еİ༶
    def get_all_classes(self):
        try:
            all_class = self.manager.get_all_class()
            return all_class
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD>ȡ<EFBFBD><EFBFBD><EFBFBD>еİ༶<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><><EFBFBD>ÿ<EFBFBD>Ŀѵ<C4BF><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ĭ<EFBFBD>ϵĿ<CFB5>Ŀ<EFBFBD><C4BF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    def get_projects_batch(self):
        try:
            projects = []
            for k, v in self.summary_info['default_projects'].items():
                projects.append(v)
            batch = self.summary_info['default_batch']
            return projects, batch
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD>ÿ<EFBFBD>Ŀѵ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ĭ<EFBFBD>ϵĿ<EFBFBD>Ŀ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>η<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><><EFBFBD>ÿ<EFBFBD>Ŀѵ<C4BF><D1B5><EFBFBD><EFBFBD><EFBFBD>ܿ<EFBFBD>Ŀ<EFBFBD><C4BF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    def set_projects_batch(self, projects, batch):
        try:
            self.summary_info['default_projects'] = projects
            self.summary_info['default_batch'] = batch
            self._update_summary_info()
            return True
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD>ÿ<EFBFBD>Ŀѵ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܿ<EFBFBD>Ŀ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>η<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)
            return False

    # <20><><EFBFBD><EFBFBD>ͼ--<2D><><EFBFBD><EFBFBD>
    def circular_diagram(self, projects, batch):
        try:
            projects_list = []
            categorize = []
            response_data = {}
            for k, v in projects.items():
                projects_list.append(k)
                response_data.update({k: []})
                categorize.append({'name': v, 'keyname': k})
            data = self.manager.get_exercise_statistic(
                type_list=projects_list,
                batch=batch)
            for k, v in data.items():
                for j in categorize:
                    if k == j['keyname']:
                        for i in GRADE_RANK:
                            percentage = round(v[i]['percentage'] * 100, 2)
                            response_data[k].append(percentage)
            return categorize, response_data
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͼ--<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><>ϸ<EFBFBD>ɼ<EFBFBD><C9BC>ֲ<EFBFBD>--<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͼ
    def detailed_grade_info_1(self, projects, batch, grade):
        try:
            project = None
            for k, v in projects.items():
                project = k
            data = self.manager.get_exercise_statistic(
                type_list=[project],
                batch=batch
            )
            response_data = [
                {
                    "id": person_data[ID],
                    "name": person_data[NAME],
                    "score": person_data[SCORE],
                    "count": person_data[RECORD]
                }
                for person_data in data[project][grade][DATA]
            ]
            return response_data
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD>ϸ<EFBFBD>ɼ<EFBFBD><EFBFBD>ֲ<EFBFBD>--<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><><EFBFBD>ø<EFBFBD><C3B8><EFBFBD><EFBFBD><EFBFBD>Ŀѵ<C4BF><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ĭ<EFBFBD>ϵĿ<CFB5>Ŀ<EFBFBD><C4BF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    def get_class_projects_batch(self):
        try:
            projects = []
            for k, v in self.summary_info['default_class_projects'].items():
                projects.append(v)
            batch = self.summary_info['default_class_batch']
            return projects, batch
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD>ø<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ŀѵ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ĭ<EFBFBD>ϵĿ<EFBFBD>Ŀ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>η<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><><EFBFBD>ø<EFBFBD><C3B8><EFBFBD><EFBFBD><EFBFBD>Ŀѵ<C4BF><D1B5><EFBFBD><EFBFBD><EFBFBD>ܿ<EFBFBD>Ŀ<EFBFBD><C4BF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    def set_class_projects_batch(self, projects, batch):
        try:
            self.summary_info['default_class_projects'] = projects
            self.summary_info['default_class_batch'] = batch
            self._update_summary_info()
            return True
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD>ø<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ŀѵ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܿ<EFBFBD>Ŀ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>η<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20>༶<EFBFBD><E0BCB6><EFBFBD><EFBFBD>ͼ--<2D><><EFBFBD><EFBFBD>
    def class_bar_chart(self, projects, batch):
        try:
            project = None
            for k, v in projects.items():
                project = k
            data = self.manager.get_class_statistic(
                batch=batch,
                _type=project
            )
            team = []
            for k, v in data.items():
                team.append(k)
            team = sorted(team)

            response_data = [[] for _ in GRADE_RANK]

            for index, item in enumerate(GRADE_RANK):
                for _index, _item in enumerate(team):
                    percentage = round(data[_item][item]['percentage'] * 100, 2)
                    response_data[index].append(percentage)

            return team, response_data
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD>༶<EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͼ--<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><>ϸ<EFBFBD>ɼ<EFBFBD><C9BC>ֲ<EFBFBD>--<2D><><EFBFBD><EFBFBD><EFBFBD>༶<EFBFBD><E0BCB6><EFBFBD><EFBFBD>ͼ
    def detailed_grade_info_2(self, projects, batch, grade, _class):
        try:
            project = None
            for k, v in projects.items():
                project = k
            data = self.manager.get_class_statistic(
                batch=batch,
                _type=project
            )
            response_data = [
                {
                    "id": person_data[ID],
                    "name": person_data[NAME],
                    "score": person_data[SCORE],
                    "count": person_data[RECORD]
                }
                for person_data in data[_class][grade][DATA]
            ]
            return response_data
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD>ϸ<EFBFBD>ɼ<EFBFBD><EFBFBD>ֲ<EFBFBD>--<2D><><EFBFBD><EFBFBD><EFBFBD>༶<EFBFBD><E0BCB6><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><><EFBFBD>ü<EFBFBD><C3BC><EFBFBD><EFBFBD><EFBFBD>Ŀѵ<C4BF><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ĭ<EFBFBD>ϵĿ<CFB5>Ŀ
    def get_group_projects(self):
        try:
            projects = []
            for k, v in self.summary_info['default_group_projects'].items():
                projects.append(v)
            return projects
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD>ü<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ŀѵ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ĭ<EFBFBD>ϵĿ<EFBFBD>Ŀ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><><EFBFBD>ü<EFBFBD><C3BC><EFBFBD><EFBFBD><EFBFBD>Ŀѵ<C4BF><D1B5><EFBFBD><EFBFBD><EFBFBD>ܿ<EFBFBD>Ŀ
    def set_group_projects(self, projects):
        try:
            self.summary_info['default_group_projects'] = projects
            self._update_summary_info()
            return True
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD>ü<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ŀѵ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܿ<EFBFBD>Ŀ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͼ--<2D><><EFBFBD><EFBFBD>
    def batch_bar_chart(self, projects):
        try:
            project = None
            for k, v in projects.items():
                project = k
            data = self.manager.get_group_statistic(
                _type=project
            )
            all_batch = self.manager.get_all_batch()

            response_data = [[] for _ in GRADE_RANK]

            for index, item in enumerate(GRADE_RANK):
                for _index, _item in enumerate(all_batch):
                    percentage = round(data[_item][item]['percentage'] * 100, 2)
                    response_data[index].append(percentage)
            return all_batch, response_data
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͼ--<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><>ϸ<EFBFBD>ɼ<EFBFBD><C9BC>ֲ<EFBFBD>--<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͼ
    def detailed_grade_info_3(self, projects, batch, grade):
        try:
            project = None
            for k, v in projects.items():
                project = k
            data = self.manager.get_group_statistic(
                _type=project
            )
            response_data = [
                {
                    "id": person_data[ID],
                    "name": person_data[NAME],
                    "score": person_data[SCORE],
                    "count": person_data[RECORD]
                }
                for person_data in data[batch][grade][DATA]
            ]
            return response_data
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD>ϸ<EFBFBD>ɼ<EFBFBD><EFBFBD>ֲ<EFBFBD>--<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><CDBC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><><EFBFBD>ܷ<EFBFBD><DCB7><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    # <20><><EFBFBD>ü<EFBFBD><C3BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ĭ<EFBFBD>ϵĿ<CFB5>Ŀ<EFBFBD><C4BF><EFBFBD>༶<EFBFBD><E0BCB6><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    def get_team_projects_batch_class(self):
        try:
            projects = None
            for k, v in self.summary_info['default_team_project'].items():
                projects = v
            batch = self.summary_info['default_team_batch']
            team = self.summary_info['default_team_class']
            return projects, batch, team
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD>ü<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ĭ<EFBFBD>ϵĿ<EFBFBD>Ŀ<EFBFBD><EFBFBD><EFBFBD>༶<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>η<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><><EFBFBD>ü<EFBFBD><C3BC><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ĭ<EFBFBD>ϵĿ<CFB5>Ŀ<EFBFBD><C4BF><EFBFBD>༶<EFBFBD><E0BCB6><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    def set_team_projects_batch_class(self, projects, batch, _class):
        try:
            self.summary_info['default_team_project'] = projects
            self.summary_info['default_team_batch'] = batch
            self.summary_info['default_team_class'] = _class
            self._update_summary_info()
            return True
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD>ü<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ĭ<EFBFBD>ϵĿ<EFBFBD>Ŀ<EFBFBD><EFBFBD><EFBFBD>༶<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>η<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)
            return False

    # <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>ͼ
    def scale_drawing(self, projects, _class, batch):
        try:
            project = None
            for k, v in projects.items():
                project = k
            team = _class
            group_data = self.manager.get_group_multiple_statistic(
                _type=project,
                class_list=team,
                batch=batch
            )
            response_data = [
                {
                    "name": grade,
                    "value": len(group_data[grade][DATA]),
                    "children": [
                        {
                            "id": data[ID],
                            "name": data[NAME],
                            "score": data[SCORE],
                            "count": data[RECORD] if data[RECORD] else "<EFBFBD><EFBFBD>",
                            "cn_name": GRADE_LIST[grade],
                            "value": 1
                        }
                        for data in group_data[grade][DATA]
                    ]
                }
                for grade in GRADE_LIST
            ]
            return response_data
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ֲ<EFBFBD>ͼ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    ## <20><><EFBFBD>ܷ<EFBFBD><DCB7><EFBFBD><EFBFBD><EFBFBD><EFBFBD>˽<EFBFBD><CBBD><EFBFBD>
    # <20><><EFBFBD>ø<EFBFBD><C3B8>˻<EFBFBD><CBBB><EFBFBD>Ĭ<EFBFBD>ϵĿ<CFB5>Ŀ<EFBFBD><C4BF><EFBFBD><EFBFBD>Ա<EFBFBD><D4B1><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    def get_personal_projects_batch_person(self):
        try:
            projects = []
            for k, v in self.summary_info['default_personal_projects'].items():
                projects.append(v)
            batch = self.summary_info['default_personal_batch']
            personal = self.summary_info['default_personal_personal']
            return projects, batch, personal
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD>ø<EFBFBD><EFBFBD>˻<EFBFBD><EFBFBD><EFBFBD>Ĭ<EFBFBD>ϵĿ<EFBFBD>Ŀ<EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ա<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>η<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><><EFBFBD>ø<EFBFBD><C3B8>˻<EFBFBD><CBBB><EFBFBD>Ĭ<EFBFBD>ϵĿ<CFB5>Ŀ<EFBFBD><C4BF><EFBFBD><EFBFBD>Ա<EFBFBD><D4B1><EFBFBD><EFBFBD><EFBFBD><EFBFBD>
    def set_personal_projects_batch_person(self, projects, batch, person):
        try:
            self.summary_info['default_personal_projects'] = projects
            self.summary_info['default_personal_batch'] = batch
            self.summary_info['default_personal_personal'] = person
            self._update_summary_info()
            return True
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD>ø<EFBFBD><EFBFBD>˻<EFBFBD><EFBFBD><EFBFBD>Ĭ<EFBFBD>ϵĿ<EFBFBD>Ŀ<EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ա<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>η<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)
            return False

    # <20>״<EFBFBD>ͼ
    def radar_chart(self, person_id, projects, batch):
        try:
            projects_list = []
            for k, v in projects.items():
                projects_list.append(k)
            data = self.manager.get_individual_statistic(
                _id=str(person_id),
                _type_list=projects_list,
                batch_list=batch
            )
            response_data = data['type_avg']
            return response_data
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD>״<EFBFBD>ͼ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><><EFBFBD><EFBFBD>ͼ
    def line_chart(self,person_id, projects, batch):
        try:
            projects_list = []
            categorize = []
            valueDdata = {}
            for k, v in projects.items():
                projects_list.append(k)
                valueDdata.update({k: []})
                categorize.append({'name': v, 'keyname': k})
            data = self.manager.get_individual_statistic(
                _id=str(person_id),
                _type_list=projects_list,
                batch_list=batch
            )
            batch_data = data['batch']
            batch_avg = data['batch_avg']

            maxScode = 0
            minScore = 0
            average = []
            for i in batch_data.values():
                for k, v in valueDdata.items():
                    valueDdata[k].append(i[k]['score'])
                    if i[k]['score'] > maxScode:
                        maxScode = i[k]['score']
            remainder = maxScode % 10
            maxScode = maxScode + (10 - remainder)
            if maxScode < 100:
                maxScode = 100
            interval = maxScode / 5
            for k, v in batch_avg.items():
                average.append(v)
            response_data = {
                'minScore': minScore,
                'maxScore': maxScode,
                'interval': interval,
                'average': average,
                'barData': {
                    'categorize': categorize,
                    'valueDdata': valueDdata
                }
            }
            return response_data
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD><EFBFBD>ͼ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)

    # <20><><EFBFBD>»<EFBFBD><C2BB><EFBFBD><EFBFBD><EFBFBD>Ϣjson
    def _update_summary_info(self):
        try:
            with open(SUMMARY_FILE, "w", encoding='utf-8_sig') as f:
                json.dump(self.summary_info, f, ensure_ascii=False)
        except Exception as e:
            GLOBAL_LOG.write(f"<EFBFBD><EFBFBD><EFBFBD>»<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣjson<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>{str(e)}<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Դ<EFBFBD><EFBFBD>{traceback.format_exc()}", need_print=True)